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Repo-wide sweep of every user-facing string: frontend components, routes, config and stores; API details and route docs; shared definitions and models; stage config help; report prose; MCP, toolbox, interest and connector text; notification and worker messages. Descriptions that explained, reassured, justified or restated their title are deleted. Confirm dialogs name what is removed and stop. Failed actions read "<Noun> not <verbed>", successes "<Noun> <verbed>". No reader address, no product-as-subject, no em-dashes or parentheticals in prose. Mirrors updated on both sides: EPSS band help, compare refusal reasons, interest labels. Four tests asserting on old wording follow the new text. The rules are condensed into CLAUDE.md under Writing. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01SK5o8xR96cbSnAfjYSTPSe
338 lines
11 KiB
Python
338 lines
11 KiB
Python
"""Exploitation signals and their evidence."""
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from __future__ import annotations
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import json
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import uuid
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from dataclasses import dataclass, field
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from datetime import date, datetime
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from sqlalchemy import text
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from sqlalchemy.dialects.postgresql import insert as pg_insert
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from sqlalchemy.orm import Session
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from shared.definitions.threat_intel import (
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BANDS_BY_KEY,
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CROWD_HOSTS,
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RANSOM_SERVICE_CLASSES,
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SIGNALS_BY_KIND,
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ExploitSignal,
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exploit_score,
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)
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from shared.logging import get_logger
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from shared.models.threat_intel import IntelSignal
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from shared.services.asset_query.lead_cache import bump_sync
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from shared.utils.datetime import utc_now
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logger = get_logger(__name__)
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LIKELY_FLOOR = BANDS_BY_KEY["likely"].floor
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@dataclass
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class RawSignal:
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kind: str
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reason: str
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evidence: dict = field(default_factory=dict)
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_CONTEXT_SQL = """
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SELECT v.id,
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v.cve_ids::jsonb AS cve_ids,
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v.is_kev,
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v.kev_ransomware,
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v.kev_due_date,
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v.epss_score,
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v.host,
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v.ip,
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v.template_id,
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h.is_cdn,
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h.cdn_type,
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h.cdn_name,
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h.waf,
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h.status_code,
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(
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SELECT array_agg(DISTINCT p.service_class)
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FROM ports p
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WHERE p.scan_id = v.scan_id AND p.ip = v.ip AND p.service_class IS NOT NULL
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) AS service_classes,
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(
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SELECT array_agg(DISTINCT p.service_name)
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FROM ports p
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WHERE p.scan_id = v.scan_id AND p.ip = v.ip
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AND p.service_class = ANY(:ransom_classes)
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) AS ransom_services
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FROM vulnerabilities v
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LEFT JOIN http_assets h ON h.id = v.http_asset_id
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WHERE v.scan_id = :scan_id
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"""
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_INTEL_SQL = """
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SELECT cve, poc_count, poc_first_seen, template_available, exposure_hosts,
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is_remote, patch_available, vendor_kev, hackerone_reports
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FROM cve_intel
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WHERE cve = ANY(:cves)
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"""
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def _plural(n: int, one: str, many: str) -> str:
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return f"{n} {one if n == 1 else many}"
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def _signals_for(
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row, intel: dict, scan_at: datetime | None, today: date
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) -> list[RawSignal]:
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out: list[RawSignal] = []
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cves = [str(c).upper() for c in (row.cve_ids or [])]
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best = next((intel[c] for c in cves if c in intel), None)
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if row.is_kev:
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out.append(
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RawSignal(
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ExploitSignal.KEV.value,
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"CISA lists this as exploited in the wild.",
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{
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"cve": cves[0] if cves else None,
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"due_date": str(row.kev_due_date or ""),
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},
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)
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)
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if row.kev_ransomware:
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services = [s for s in (row.ransom_services or []) if s]
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if services:
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out.append(
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RawSignal(
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ExploitSignal.RANSOM_PATH.value,
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(
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f"Used in ransomware campaigns. {row.ip} exposes "
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f"{', '.join(sorted(services)[:3])}."
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),
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{"ip": row.ip, "services": sorted(services)[:6]},
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)
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)
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else:
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out.append(
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RawSignal(
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ExploitSignal.RANSOMWARE.value,
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"CISA records this CVE in known ransomware campaigns.",
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{"cve": cves[0] if cves else None},
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)
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)
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if row.kev_due_date and row.kev_due_date < today:
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overdue = (today - row.kev_due_date).days
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out.append(
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RawSignal(
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ExploitSignal.OVERDUE.value,
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f"The CISA remediation deadline passed {_plural(overdue, 'day', 'days')} ago.",
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{"due_date": str(row.kev_due_date), "overdue_days": overdue},
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)
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)
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if best and (best["poc_count"] or 0) > 0:
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count = int(best["poc_count"])
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first = best.get("poc_first_seen")
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if scan_at and first and first > scan_at:
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out.append(
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RawSignal(
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ExploitSignal.FRESH_EXPLOIT.value,
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("A public exploit was published after this scan."),
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{
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"poc_first_seen": first.isoformat(),
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"scanned_at": scan_at.isoformat(),
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},
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)
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)
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out.append(
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RawSignal(
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ExploitSignal.WEAPONISED.value,
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f"{_plural(count, 'public exploit is', 'public exploits are')} published.",
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{"poc_count": count},
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)
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)
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if (row.epss_score or 0) >= LIKELY_FLOOR:
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pct = round((row.epss_score or 0) * 100, 1)
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out.append(
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RawSignal(
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ExploitSignal.LIKELY.value,
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f"EPSS: {pct}% probability of exploitation in the next 30 days.",
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{"epss": row.epss_score},
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)
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)
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if row.status_code is not None and not row.is_cdn and not row.waf:
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out.append(
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RawSignal(
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ExploitSignal.REACHABLE.value,
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f"{row.host or row.ip} answers directly. No CDN or WAF.",
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{"host": row.host, "status": row.status_code},
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)
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)
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elif row.waf or row.is_cdn:
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guard = row.waf or row.cdn_name or "A WAF or CDN"
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out.append(
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RawSignal(
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ExploitSignal.BYPASSED.value,
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f"{guard} fronts {row.host or row.ip}. The check succeeded.",
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{"host": row.host, "guard": guard},
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)
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)
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if best and (best.get("exposure_hosts") or 0) >= CROWD_HOSTS:
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hosts = int(best["exposure_hosts"])
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out.append(
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RawSignal(
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ExploitSignal.CROWD.value,
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f"{hosts:,} internet hosts run this software.",
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{"exposure_hosts": hosts},
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)
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)
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if best and best.get("template_available") is False:
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out.append(
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RawSignal(
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ExploitSignal.UNTESTABLE.value,
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"No scanner template covers this CVE.",
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{"cve": cves[0] if cves else None},
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)
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)
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return out
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def evaluate_scan(session: Session, scan_id: uuid.UUID | str) -> dict[str, int]:
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"""Recompute every finding's signals and rank for one scan."""
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scan = session.execute(
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text("SELECT completed_at, started_at, target_id FROM scans WHERE id = :id"),
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{"id": str(scan_id)},
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).first()
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scan_at = (scan.completed_at or scan.started_at) if scan else None
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today = utc_now().date()
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rows = session.execute(
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text(_CONTEXT_SQL),
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{"scan_id": str(scan_id), "ransom_classes": list(RANSOM_SERVICE_CLASSES)},
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).all()
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if not rows:
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return {"findings": 0, "signals": 0, "ranked": 0}
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wanted = sorted({str(c).upper() for row in rows for c in (row.cve_ids or []) if c})
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intel: dict[str, dict] = {}
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if wanted:
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for rec in session.execute(text(_INTEL_SQL), {"cves": wanted}).mappings():
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intel[rec["cve"]] = dict(rec)
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now = utc_now()
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keep: set[tuple[str, str]] = set()
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ranked = 0
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signal_rows = 0
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for row in rows:
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signals = _signals_for(row, intel, scan_at, today)
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kinds = [s.kind for s in signals]
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score = exploit_score(kinds)
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cves = [str(c).upper() for c in (row.cve_ids or [])]
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best = next((intel[c] for c in cves if c in intel), None)
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ranked += 1
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signal_rows += len(signals)
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for sig in signals:
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spec = SIGNALS_BY_KIND[sig.kind]
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keep.add((str(row.id), sig.kind))
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session.execute(
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pg_insert(IntelSignal)
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.values(
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id=uuid.uuid4(),
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vulnerability_id=row.id,
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scan_id=scan_id,
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kind=sig.kind,
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weight=spec.weight,
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reason=sig.reason[:500],
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evidence=sig.evidence,
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created_at=now,
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)
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.on_conflict_do_update(
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constraint="uq_intel_signal_vuln_kind",
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set_={
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"weight": spec.weight,
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"reason": sig.reason[:500],
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"evidence": sig.evidence,
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},
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)
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)
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session.execute(
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text("""
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UPDATE vulnerabilities
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SET exploit_score = :score,
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intel_kinds = CAST(:kinds AS json),
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poc_count = :poc_count,
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template_available = :template_available,
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hackerone_reports = :hackerone_reports,
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intel_at = :now
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WHERE id = :id
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"""),
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{
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"score": score,
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"kinds": json.dumps(
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sorted(kinds, key=lambda k: -SIGNALS_BY_KIND[k].weight)
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),
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"poc_count": (best or {}).get("poc_count"),
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"template_available": (best or {}).get("template_available"),
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"hackerone_reports": (best or {}).get("hackerone_reports"),
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"now": now,
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"id": row.id,
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},
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)
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session.execute(
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text("""
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DELETE FROM intel_signals s
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WHERE s.scan_id = :scan_id
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AND NOT (s.vulnerability_id::text || '|' || s.kind = ANY(:keep))
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"""),
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{"scan_id": str(scan_id), "keep": [f"{v}|{k}" for v, k in keep] or [""]},
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)
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session.commit()
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if scan is not None:
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bump_sync((scan.target_id,))
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return {"findings": len(rows), "signals": signal_rows, "ranked": ranked}
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def evaluate_project(session: Session, project_id: uuid.UUID | str) -> dict[str, int]:
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"""Re-rank every scan of a project that holds findings."""
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scans = (
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session.execute(
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text("""
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SELECT DISTINCT scan_id FROM vulnerabilities WHERE project_id = :p
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"""),
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{"p": str(project_id)},
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)
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.scalars()
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.all()
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)
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totals = {"findings": 0, "signals": 0, "ranked": 0, "scans": 0}
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for scan_id in scans:
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result = evaluate_scan(session, scan_id)
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for key in ("findings", "signals", "ranked"):
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totals[key] += result[key]
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totals["scans"] += 1
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return totals
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def evaluate_all(session: Session) -> dict[str, int]:
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scans = (
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session.execute(text("SELECT DISTINCT scan_id FROM vulnerabilities"))
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.scalars()
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.all()
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)
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totals = {"findings": 0, "signals": 0, "ranked": 0, "scans": 0}
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for scan_id in scans:
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result = evaluate_scan(session, scan_id)
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for key in ("findings", "signals", "ranked"):
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totals[key] += result[key]
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totals["scans"] += 1
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return totals
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